Sebastian Rojas-Gonzalez

29 papers Misc 2Journal 16Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bayesian Preference Elicitation: Human-In-The-Loop Optimization of An Active Prosthesis.
CoRR
Sophia Taddei, Wouter Koppen, Eligia Alfio, Stefano Nuzzo, Louis L. Flynn, María Alejandra Díaz, Sebastian Rojas-Gonzalez, Tom Dhaene, Kevin De Pauw, Ivo Couckuyt, Tom Verstraten
2026 J jnl
Trade-offs in Bayesian active learning for feasible region identification.
J. Intell. Manuf.
Ioana Nikova, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
2025 — conf
Bayesian Optimization.
GECCO Companion
Juergen Branke, Sebastian Rojas-Gonzalez, Ivo Couckuyt
2025 J jnl
Bayesian preference elicitation for decision support in multiobjective optimization.
CoRR
Felix Huber, Sebastian Rojas-Gonzalez, Raul Astudillo
2025 J jnl
Bi-objective ranking and selection using stochastic kriging.
Eur. J. Oper. Res.
Sebastian Rojas-Gonzalez, Juergen Branke, Inneke Van Nieuwenhuyse
2025 J jnl
Knee Detection in Bayesian Multiobjective Optimization Using Thompson Sampling.
IEEE Trans. Evol. Comput.
Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Juergen Branke, Tom Dhaene, Ivo Couckuyt
2025 — conf
Knowledge Gradient for Multi-objective Bayesian Optimization with Decoupled Evaluations.
EMO (2)
Jack M. Buckingham, Sebastian Rojas-Gonzalez, Juergen Branke
2025 — conf
Targeting Evaluation, Computation and Interaction Costs in Expensive Black-Box Multi-Objective Optimization.
GECCO Companion
Arash Heidari, Sebastian Rojas-Gonzalez, Ivo Couckuyt
2025 J jnl
Towards Trustworthy Surrogate Models for Augmenting Certification: Fuel Tank Flammability Reduction System.
J. Aerosp. Inf. Syst.
Arash Heidari, Lorin Werthen-Brabants, Sebastian Rojas-Gonzalez, Ivo Couckuyt, Can Onur, Pieter van Gils, Ivana Jojic
2024 — conf
Bayesian Optimization.
GECCO Companion
Juergen Branke, Sebastian Rojas-Gonzalez, Ivo Couckuyt
2024 J jnl
Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design application.
Eng. Comput.
Alejandro Morales Hernández, Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse, Ivo Couckuyt, Jeroen Jordens, Maarten Witters, Bart Van Doninck
2024 J jnl
Data-Efficient Interactive Multi-Objective Optimization Using ParEGO.
CoRR
Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
2024 — conf
Lower Confidence Bound for Preference Selection in Interactive Multi-Objective Optimization.
GECCO Companion
Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
2023 J jnl
A survey on multi-objective hyperparameter optimization algorithms for machine learning.
Artif. Intell. Rev.
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez
2023 J jnl
Bayesian Optimization of Multiple Objectives with Different Latencies.
CoRR
Jack M. Buckingham, Sebastian Rojas-Gonzalez, Jürgen Branke
2023 — conf
Bayesian Optimization.
GECCO Companion
Ivo Couckuyt, Sebastian Rojas-Gonzalez, Jürgen Branke, Bernd Bischl
2023 — conf
Data-Efficient Interactive Multi-objective Optimization Using ParEGO.
PKDD/ECML Workshops (3)
Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
2023 — ch.
Many-Objective Quality Measures.
Many-Criteria Optimization and Decision Analysis
Bekir Afsar, Jonathan E. Fieldsend, Andreia P. Guerreiro, Kaisa Miettinen, Sebastian Rojas-Gonzalez, Hiroyuki Sato
2023 — conf
Multi-objective Optimization of Adhesive Bonding Process in Constrained and Noisy Settings.
OLA
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez, Jeroen Jordens, Maarten Witters, Bart Van Doninck
2022 — conf
Bayesian optimization: tutorial.
GECCO Companion
Ivo Couckuyt, Sebastian Rojas-Gonzalez, Jürgen Branke
2022 — conf
Finding Knees in Bayesian Multi-objective Optimization.
PPSN (1)
Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Jürgen Branke, Tom Dhaene, Ivo Couckuyt
2022 J jnl
Multiobjective Ranking and Selection Using Stochastic Kriging.
CoRR
Sebastian Rojas-Gonzalez, Jürgen Branke, Inneke Van Nieuwenhuyse
2021 J jnl
A survey on multi-objective hyperparameter optimization algorithms for Machine Learning.
CoRR
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez
2021 J jnl
Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding.
CoRR
Alejandro Morales Hernández, Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse, Jeroen Jordens, Maarten Witters, Bart Van Doninck
2021 J jnl
Multi-objective simulation optimization of the adhesive bonding process of materials.
CoRR
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez, Jeroen Jordens, Maarten Witters, Bart Van Doninck
2020 J jnl
A multiobjective stochastic simulation optimization algorithm.
Eur. J. Oper. Res.
Sebastian Rojas-Gonzalez, Hamed Jalali, Inneke Van Nieuwenhuyse
2020 J jnl
A survey on kriging-based infill algorithms for multiobjective simulation optimization.
Comput. Oper. Res.
Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse
2019 Misc conf
Multiobjective Ranking and Selection with Correlation and Heteroscedastic Noise.
WSC
Sebastian Rojas-Gonzalez, Jürgen Branke, Inneke Van Nieuwenhuyse
2018 Misc conf
A stochastic-Kriging-based multiobjective simulation Optimization Algorithm.
WSC
Sebastian Rojas-Gonzalez, Hamed Jalali, Inneke Van Nieuwenhuyse